Multiscale collaborative representation for face recognition via class-information fusion

C Wang, S Pei, X Lv, W Ding - Pattern Recognition, 2024 - Elsevier
One of the most challenging issues in face recognition is having only a limited number of
training images. Multiscale patch collaborative representation (MSPCRC) is an effective …

Interpretable Face Aging: Enhancing Conditional Adversarial Autoencoders with Lime Explanations

C Korgialas, E Pantraki… - ICASSP 2024-2024 IEEE …, 2024 - ieeexplore.ieee.org
An innovative approach is proposed that leverages a perturbation explainable system within
the Conditional Adversarial Autoencoder (CAAE) framework. The incorporation of the …

Deep Age Estimation Model Optimization

M Chaidir, TF Abidin, H Sofyan… - … Workshop on Artificial …, 2023 - ieeexplore.ieee.org
Face recognition is the predominant biometric method to identify and verify human facial
features due to its stability in determining a person's identity. However, face recognition …